3D structure
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A cross-referenced map of proteins, clinical trials, diseases, genes & GO terms — search it, or browse the whole index.
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lmmol stitches open public data into one navigable graph: proteins (UniProt/Swiss-Prot), clinical trials (ClinicalTrials.gov), diseases (Mondo), genes, GO terms, and compounds/drugs (ChEMBL/PubChem, with rendered structures) — all cross-referenced, so you can walk from any one to the others. On top of that graph we openly publish lmctl-orchestrated review papers — a curated, growing set of scientific surveys of key protein families and cross-family research topics, grounded in the cited primary literature.
Type an idea in the box above and get the most semantically relevant entities. Embeddings run in your browser.
Try a search →Walk the complete index by hand — every entity links to its diseases, trials, genes, and sources, with nothing hidden. A deterministic alternative to vector search.
Browse the index →New to the data? The guide explains the terms, the node/edge model, and how to use the browse and search layers — for people and for LLM agents.
Read the guide →Read lmctl-orchestrated review papers — a survey of each protein family or cross-family research topic, focused on recent work and grounded in cited primary literature.
Browse the reviews →Built from source · 2026-07-23 · machine-readable manifest at /status.json